score:17
LDS missionaries are instructed to not go swimming. Commonly, this idea is misunderstood to be for the entire Mormon population, which is untrue.
That interpretation is "Mormonlore" which, I believe, spawns from a careless reading of D&C 61 (also see the section heading):
3 But verily I say unto you, that it is not needful for this whole company of mine elders to be moving swiftly upon the waters, whilst the inhabitants on either side are perishing in unbelief.
4 Nevertheless, I suffered it that ye might bear record; behold, there are many dangers upon the waters, and more especially hereafter;
5 For I, the Lord, have decreed in mine anger many destructions upon the waters; yea, and especially upon these waters.
6 Nevertheless, all flesh is in mine hand, and he that is faithful among you shall not perish by the waters.
The context is that of early missionaries traveling by boat to their assigned areas of labor. Here the Lord is reminding them that they ought not pass by all the people along the river on their way up, and that instead they should go preach to them on the way. This is not unlike missionaries today who drive from appointment to appointment... most are encouraged to stop and talk to people along the way.
Later in the section:
14 Behold, I, the Lord, in the beginning blessed the waters; but in the last days, by the mouth of my servant John, I cursed the waters.
15 Wherefore, the days will come that no flesh shall be safe upon the waters.
16 And it shall be said in days to come that none is able to go up to the land of Zion upon the waters, but he that is upright in heart.
The Doctrine and Covenents has a footnote in these verses to Rev. 8:10 (8–11).
So really, this is only repeating what is already in the Bible, that the waters will be a means of scourge before the Jesus' second coming, except to those people who are righteous which will be spared.
There is no teaching in the LDS church that says, "You shouldn't go swimming." Yes, they preach modesty even in swimming suits as much as possible and practical, but this isn't to say that swimming is evil or anything of the sort.
Missionaries are given particular instruction to not swim as it isn't consistent with the nature of their call, and there have been accidents -- and the Church doesn't want to have to deal with those issues.
As an aside, and perhaps an interesting corollary, there is the incident with Zion's Camp which happened a couple years after this revelation was received, which typifies the power of God, especially related to these promises given here about destruction with the waters, and protecting His servants.
From the Church History Institute Manual, Chapter 12, "Zion's Camp":
Instead of reaching their intended destination of Liberty, they camped just inside Clay County on a hill between two branches of the Fishing River. When Joseph learned that mobs were preparing to attack, he knelt and prayed again for divine protection. Joseph’s fears were confirmed when five armed Missourians rode into camp, cursing, and swore that the Mormons would “see hell before morning.”
They boasted that nearly four hundred men had joined forces from Ray, Lafayette, Clay, and Jackson counties and were then preparing to cross the Missouri River at Williams Ferry and “utterly destroy the Mormons.” Sounds of gunfire were heard, and some of the men wanted to fight, but the Prophet promised that the Lord would protect them. He declared, “Stand still and see the salvation of God.”
A few minutes after the Missourians left, a small black cloud appeared in the clear western sky. It moved eastward, unrolling like a scroll, filling the heavens with darkness. As the first ferry load of mobbers crossed the Missouri River to the south, a sudden squall made it nearly impossible for the boat to return to pick up another load. The storm was so intense that Zion’s Camp abandoned their tents and found shelter in an old Baptist meetinghouse nearby. When Joseph Smith came in, he exclaimed, “Boys, there is some meaning to this. God is in this storm.” It was impossible for anyone to sleep, so the group sang hymns and rested on the rough benches. One camp member recorded that “during this time the whole canopy of the wide horizen was in one complete blaze with terrifying claps of thunder.”
Elsewhere the beleaguered mobbers sought any refuge they could. The furious storm broke branches from trees and destroyed crops. It soaked and made the mobbers’ ammunition useless, frightened and scattered their horses, and raised the level of the Fishing River [30 feet], preventing them from attacking Zion’s Camp. The Prophet recalled, “It seemed as if the mandate of vengeance had gone forth from the God of battles, to protect His servants from the destruction of their enemies.”
The whole chapter is interesting history. See this for more information.
Upvote:6
Just to add to Matt's great answer: The only rules (in the Missionary Handbook) for missionaries regarding water are found in this paragraph spanning pages 21 and 22. Boldface is mine:
Safety. Recreational activities should be safe. Never go swimming or take part in water sports. Avoid activities that may restrict your physical ability the rest of the week or cause injury. These activities include (but are not limited to) contact sports; winter sports; motorcycling; horseback riding; mountain or rock climbing; riding in private boats or airplanes; handling firearms, fireworks, or explosives of any kind; or similar activities.
Other than those two rules (no swimming, no riding in private boats) and the general guidelines to maintain personal safety and act in a manner consistent with being a representative of Christ, there are no missionary rules or guidelines I am aware of restricting behavior on or near bodies of water.
I served as an LDS missionary in an area of the world that was next to the ocean and had many bays and islands and thus I walked near large bodies of water all the time and I regularly took ferries.
As for why the missionary rule of "no swimming" has been extrapolated to be a part of a larger (non-existent) rule to stay away from bodies of water, Matt's answer describes what I've heard before as an explanation for this (Doctrine and Covenants Section 61). Based on the context of the water-related rules in the Missionary Handbook, these rules have been given on a basis of general safety rather than anything specifically harmful about the water.